Category

Data-Driven Strategies for Your Success

Global Insights, Predictive Analytics, Precise Solutions, Personalized Strategies

Industry Insights

Diabetes and COVID-19

Published August 31, 2020

Decoding Biological Interactions

Published July 24, 2023

Our Data-Driven Success Stories

Heart Failure Model: Multi-Omics & Networks

Heart Failure Model: Multi-Omics & Networks

Advanced Modeling: Design, Analysis, & Insights

China Health & Biomonitoring

Heart Failure Model: Multi-Omics & Networks

Research & Data Analysis in China's Health Sector

Carbohydrate Effects on Health

Nutritional Analysis & Scientific Translation

Whole Grains & Chronic Disease

Educational Resources for Health Experts

Global Cardiometabolic Trends

Epidemiological Insights & Future Perspectives

SELECT Trial & Monitoring

Data Safety & Compliance

Carbohydrates & Chronic Disease

Nutrition Analysis & Health Impacts

Global Carbohydrate Initiative

Supporting & Promoting Carbohydrate Research

Brazil Initiative

Brazil Initiative

Supporting & Promoting Research in Diverse Populations

Latest Insights 2026

Glycemic Load & Insulin: New Protocols

Glycemic Load & Insulin: New Protocols

Glycemic Load & Insulin: New Protocols

We review how dietary glycemic load and insulin demand quantify the physiological effects of foods and dietary patterns, and consider their application to chronic disease prevention and nutritional management of diabetes. Liu S, Yang B. The Journal of Nutrition, 2026.

B-Vitamins & Stroke Risk

Glycemic Load & Insulin: New Protocols

Glycemic Load & Insulin: New Protocols

Using the Women’s Health Initiative and All of Us Research Program, we examined B-vitamin intake and circulating levels in relation to stroke. Higher intake of several B vitamins and higher circulating folate and pyridoxine were associated with lower stroke risk. Zhang X et al., including Liu S. American Journal of Preventive Cardiology, 2026.

Rare Sugars & Metabolism

Glycemic Load & Insulin: New Protocols

Inflammation & Stroke in Women

We synthesized controlled human intervention trials examining allulose and tagatose in relation to glucose and insulin responses, blood lipids, uric acid, and measures of adiposity. Osborn L, DuPuis K, Liu S, Della Corte D, Della Corte KA. The American Journal of Clinical Nutrition, 2026.

Inflammation & Stroke in Women

Inflammation & Stroke in Women

Inflammation & Stroke in Women

We investigated metabolomic profiles of inflammation in relation to subsequent ischemic stroke risk in women, connecting metabolic research with stroke epidemiology. Sanchez K et al., including Liu S. Neurology, 2026.

Manganese & Diabetes

Inflammation & Stroke in Women

Magnesium & Heart Failure

We examined dietary manganese in UK Biobank and prospective cohorts totaling over 270,000 individuals. The meta-analysis suggested lower diabetes risk with higher intake, although UK Biobank did not confirm this association or show significant reductions in cardiovascular outcomes. Gebretsadik GG et al., including Liu S. The Journal of Nutrition, Health & Aging, 2026.

Magnesium & Heart Failure

Inflammation & Stroke in Women

Magnesium & Heart Failure

In matched cohorts of US veterans with heart failure, oral magnesium was associated with lower hospitalization or death risk among patients with low serum magnesium. The findings varied by baseline magnesium levels and require confirmation in clinical trials. Yin Y et al., including Liu S. European Heart Journal, 2026.

Data Insights Spotlight

Brazil Metal Exposure Study

Brazil Metal Exposure Study

This is the first comprehensive and systematic human biomonitoring study that established population reference ranges for 30 (essential and/or toxic elements) in a Brazilian population group.

Gene-Diet Research

Brazil Metal Exposure Study

We analyzed diabetes-free participants from 10 cohorts in the NHLBI Trans-Omics for Precision Medicine (TOPMed) program to identify macronutrient GDIs across the genetic frequency spectrum associated with continuous glycemic traits in genetically and culturally diverse cohorts.

SHBG & Heart Risk

The study aimed to determine the predictive value of circulating sex hormone-binding globulin (SHBG) levels for coronary heart disease (CHD) risk in both men and women, by investigating the association between SHBG and incident CHD in 128,322 men and 135,103 women free of CHD at baseline in the UK Biobank cohort.

Famine & Diabetes Link

Metabolome in Older Women

This systematic review and meta-analysis of randomized controlled intervention trials emphasizes the significance of diverse micronutrient intake and balancing its benefits and risks in promoting and maintaining cardiovascular health across diverse populations.

Metabolome in Older Women

Metabolome in Older Women

Metabolome in Older Women

We aimed to determine the association between prenatal exposure to the Chinese famine of 1959–1962 and risk of diabetes by applying age well-controlled strategies.

Estrogen Therapy Results

Metabolome in Older Women

Metabolome in Older Women

Demographic and clinical factors influence the metabolome. The discovery and validation of disease biomarkers are often challenged by potential confounding effects from such factors. To address this challenge, we investigated the magnitude of the correlation between serum and urine metabolites and demographic and clinical parameters in a well-characterized observational cohort of 444 post-menopausal women participating in the Women’s Health Initiative (WHI)

WHI Hormone Insights

Hormones & Metabolic Health

Nutrition for Diabetes

The age of natural menopause (ANM) was observationally associated with an increased risk of breast cancer, endometrial cancer, and ovarian cancer and with a decreased risk of lung cancer, coronary heart disease, ischemic stroke, fracture, osteoporosis, and Alzheimer's disease in the Women’s Health Initiative and UK Biobank; however, to address potential confounding by overall markers of health, a genetic instrument variable was used in Mendelian randomization to examine the causal effect of ANM on these adverse outcomes.

Nutrition for Diabetes

Hormones & Metabolic Health

Nutrition for Diabetes

Among women with prior BSO, in those aged 70 years or older, CEE led to adverse effects during the treatment period, whereas women randomly assigned to CEE before age 60 seemed to derive mortality benefit over the long term.

Hormones & Metabolic Health

Hormones & Metabolic Health

Hormones & Metabolic Health

 sex- and gender- differences for the  fundamental roles of sex-hormones, SHBG, and their environmental disruptors in  cardiometabolic health are therefore crucia 

Hormones & Diabetes

A comprehensive, integrated overview of findings from the 2Women’s Health Initiative (WHI) hormone

Hormones & Metabolic Health

evaluating the association of plasma levels of testosterone, sex hormone–binding globulin (SHBG), and estradiol with risk of type 2 diabetes.

A comprehensive, integrated overview of findings from the 2Women’s Health Initiative (WHI) hormone

A comprehensive, integrated overview of findings from the 2Women’s Health Initiative (WHI) hormone

A comprehensive, integrated overview of findings from the 2Women’s Health Initiative (WHI) hormone

Menopausal hormone therapy continues in clinical use but questions remain

regarding its risks and benefits for chronic disease prevention.

Commentary: Is there a role for diabetes-specific nutrition formulas as meal replacements in type 2

A comprehensive, integrated overview of findings from the 2Women’s Health Initiative (WHI) hormone

A comprehensive, integrated overview of findings from the 2Women’s Health Initiative (WHI) hormone

liquid meal replacements replacing 1-2 meals per day or all meals (TDR) may have cardiometabolic advantages over traditional weight loss diets in overweight and obese adults with type 2 diabetes, with DNSFs potentially providing even greater benefits for glycemic control compared to standard formulas. 

Data Insights Highlights

Immune Profiles in Post-Menopausal Women

Immune Profiles in Post-Menopausal Women

Immune Profiles in Post-Menopausal Women

Despite significant advances in DNAm-based deconvolution, references at the population level are needed for clinical and research interpretation of these additional immune layers. Here we aim to provide some references for immune populations in a group of multi-ethnic post-menopausal American women.

Genetic Variants & Ancestry

Immune Profiles in Post-Menopausal Women

Immune Profiles in Post-Menopausal Women

We present a well-phenotyped, densely genotyped, multi-ancestry resource to study gene-drug interactions, uncover novel variation associated with response to common glucose-lowering medications and provide insight into mechanisms of action of type 2 diabetes-related variation.

Diet & Chronic Disease Link

Immune Profiles in Post-Menopausal Women

Preterm Birth & Diabetes Risk

We use WHI observational data for further insight into the chronic disease implications of adopting this type of low-fat dietary pattern.

Preterm Birth & Diabetes Risk

Diet & Exercise in Diabetes Prevention

Preterm Birth & Diabetes Risk

We sought to investigate the potential association between a personal history of being born preterm and risk for type 2 diabetes in a racially and ethnically diverse population. 

Weight & Diabetes Risk

Diet & Exercise in Diabetes Prevention

Diet & Exercise in Diabetes Prevention

 Increase in BMI in the US that occurred during the 80s may portend an increase in the incidence of non-insulin-dependent diabetes mellitus with important public health consequences in future years.

Diet & Exercise in Diabetes Prevention

Diet & Exercise in Diabetes Prevention

Diet & Exercise in Diabetes Prevention

 Diet and/or exercise interventions led to a significant decrease in the incidence of diabetes over a 6-year period among those with IGT. 

Protein & Diet Insights

Glycemic Load & Heart Risk

Glycemic Load & Heart Risk

Good protein sources are important for#diabetes#body weight or perhaps even #planetary health

Glycemic Load & Heart Risk

Glycemic Load & Heart Risk

Glycemic Load & Heart Risk

A prospective study of dietary glycemic load, carbohydrate intake, and risk of coronary heart disease in US women

Glycemic Load & Heart Risk

Glycemic Load & Heart Risk

Plasma sex steroid hormones and risk of developing type 2 diabetes in women: a prospective study

Relation between a diet with a high glycemic load and plasma concentrations of high-sensitivity C-reactive protein in middle-aged women

Plasma sex steroid hormones and risk of developing type 2 diabetes in women: a prospective study

Plasma sex steroid hormones and risk of developing type 2 diabetes in women: a prospective study

First prospective study comprehensively assess circulation sex steroids, sex hormones binding globulin, and diabetes risk

Sex Hormone–Binding Globulin and Risk of Type 2 Diabetes in Women and Men

 

First prospective study identifying SHBG gene, SHBG proteina causal predictor for type 2 diabetes in white men and white women

Birth Weight, Bio-mediators, and Diabetes Risk Later in Life

In this prospective study of women in the USA, we confirmed that LBW was significantly associated with increased type 2 diabetes risk later in life. We found that insulin resistance mediated a considerable amount of the total effect on type 2 diabetes risk due to LBW. This effect was further mediated by low SHBG concentration, elevated blood E-selectin level, and increased systolic blood pressure.s.

Latest Insights

Cardiometabolic Risk Factors and Preclinical Target Organ Damage in Ghana

We assessed cardiometabolic risk factors and early target organ damage in 1,106 adults in the Ghana Heart Study. Obesity, hypertension, and hyperuricemia showed distinct associations with vascular, cardiac, and kidney damage. Li J et al., including Liu S. Journal of the American Heart Association, 2020.

SNRK and Insulin Resistance

Exploring SNRK's role in insulin pathways in fat tissues

Sex & Stroke Risk Insights

Analyzing gender differences in hypertension and stroke risk

Magnesium & Heart Failure

Linking magnesium levels to heart failure in women

Diet & Metabolic Traits

Connecting dietary patterns with serum metabolites

Lipoprotein(a) & Aneurysm

Examining Lp(a) levels and AAA risk

Micronutrients & CVD

Latest research on micronutrients impacting heart health

Join Our Network